Modeling social support in autism community on social media

Amit Saha1, Nitin Agarwal2
1Center for Distance Health, University of Arkansas Medical Science, Little Rock, USA
2Maulden-Entergy Endowed Chair Professor of Information Science, University of Arkansas at Little Rock, Little Rock, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Alpers GW, Winzelberg AJ et al (2005) Evaluation of computerized text analysis in an Internet breast cancer support group. Comput Hum Behav 21(2):361–376

Arora NK et al (2007) Perceived helpfulness and impact of social support provided by family, friends, and health care providers to women newly diagnosed with breast cancer. Psycho-Oncol 16(5):474–486

Autism Speaks (2015) https://www.autismspeaks.org/about-us/web-community-guidelines . Accessed 10 Oct 2015

Autistic Self Advocacy Network (2015) http://autisticadvocacy.org/home/about-asan . Accessed 10 Oct 2015

Backstrom L, Boldi P, Rosa M, Ugander J, Vigna S (2012) Four degrees of separation. In: Proceedings of the 4th annual ACM Web Science conference (WebSci ‘12). ACM, New York, NY, USA, pp 33–42

Bambina A (2007) Online social support: the interplay of social networks and computer-mediated communication. Cambria press, Amherst

Bianco A, Zucco R, Nobile CGA., Pileggi C, Pavia M (2013) Parents seeking health-related information on the Internet: cross-sectional study. J Med Internet Res 15(9)

Bode L, Vraga EK (2015) In related news, that was wrong: the correction of misinformation through related stories functionality in social media. J Commun 65(4):619–638

Boyd BA (2002) Examining the relationship between stress and lack of social support in mothers of children with autism. Focus Autism Other Dev Disabil 17(4):208–215

Bruhn JG, Philips BU, Wolf S (1982) Lessons from Roseto 20 years later: a community study of heart disease. South Med J 75:575–580

Buescher AS, Cidav Z, Knapp M, Mandell DS (2014) Costs of autism spectrum disorders in the United Kingdom and the United States. JAMA Pediatr 168(8):721–728. doi: 10.1001/jamapediatrics.2014.210

Burton S, Tew C, Thackeray R (2013) Social moms and health: a multi-platform analysis of mommy communities. In: Proceedings of the 2013 IEEE/ASONAM. ACM

Carlisle G (2014) Pet dog ownership decisions for parents of children with autism spectrum disorder. J Pediatr Nurs 29(2):114–123

Centers for Disease Control and Prevention (CDC) (2014) Community report on autism. http://www.cdc.gov/ncbddd/autism/states/comm_report_autism_2014.pdf . Accessed 10 July 2015

Centers for Disease Control and Prevention (CDC) (2015) National health statistics reports. http://www.cdc.gov/nchs/data/nhsr/nhsr087.pdf . Accessed 15 Nov 2015

Cilibrasi RL, Vitanyi PMB (2007) "The Google Similarity Distance," in Knowledge and Data Engineering. IEEE Trans 19(3):370–383. doi: 10.1109/TKDE.2007.48

Cobb S (1976) Presidential Address-1976. Social support as a moderator of life stress. Psychosom Med 38:300–314

Cohen Sheldon, Wills AT (1985) Stress, social support, and the buffering hypothesis. Psychol Bull 98(2):310

Coulson NS (2005) Receiving social support online: an analysis of a computer-mediated support group for individuals living with irritable bowel syndrome. CyberPsychol Behav 8(6):580–584

Coulson NS (2014) Sharing, supporting and sobriety: a qualitative analysis of messages posted to alcohol-related online discussion forums in the United Kingdom. J Subst Use 19(1-2):176–180

Coulson NS, Buchanan H, Aubeeluck A (2007) Social support in cyberspace: a content analysis of communication within a Huntington’s disease online support group. Patient Educ Couns 68(2):173–178

Crocco AG, Villasis-Keever M, Jadad AR (2002) Analysis of cases of harm associated with use of health information on the internet. Jama 87(21):2869–2871

De Choudhury M, Counts S, Horvitz E, Hoff A (2014) Characterizing and predicting postpartum depression from Facebook data. In: ICWSM 2014, Baltimore, MD

Durkheim E (1915) The elementary forms of the religious life. Free Press, New York

Egolf B et al (1992) The Roseto effect: a 50-year comparison of mortality rates. Am J Public Health 82(8):1089–1092

Eichhorn KC (2008) Soliciting and providing social support over the internet: an investigation of online eating disorder support groups. Journal of Computer-Mediated Communication 14:67–78. doi: 10.1111/j.1083-6101.2008.01431.x

Fredrickson BL (2001) The role of positive emotions in positive psychology: the broaden-and-build theory of positive emotions. Am Psychol 56(3):218

Freeman LC (1977) A set of measures of centrality based on betweenness. Sociometry 40(1):35–41. doi: 10.2307/3033543

Gallant LM, Irizarry C, Boone G, Kreps G (2011) Promoting participatory medicine with social media: new media applications on hospital websites that enhance health education and e-patients voice. J Participat Med 3:e49

Gupta VB, Hyman SL, Johnson CP, Bryant J, Byers B, Kallen R, Levy SE, Myers SM, Rosenblatt AI, Yeargin-Allsopp M (2007) Identifying children with autism early? Pediatrics 119(1):152–153

Hamm M, Chisholm A, Shulhan J, Milne A, et al. (2013) Social media use among patients and caregivers: a scoping review. BMJ Open 3(5)

Hastings RP et al (2005) Systems analysis of stress and positive perceptions in mothers and fathers of pre-school children with autism. J Autism Dev Disord 35(5):635–644

Jordan CJ (2010) Evolution of autism support and understanding via the World Wide Web. Intellect Dev Disabil 48(3):220–227

Kata A (2010) A postmodern Pandora’s box: anti-vaccination misinformation on the Internet. Vaccine 28(7):1709–1716

Krause N, et al. (1999) Religion, social support, and health among the Japanese elderly. J Health Soc behav 405–421

Kummervold PE et al (2002) Social support in a wired world: use of online mental health forums in Norway. Nordic J Psychiatry 56(1):59–65

Lakey B, Cassady PB (1990) Cognitive processes in perceived social support. J Pers Soc Psychol 59(2):337

Milgram S (1967) The small world problem. Psychol Today 2(1):60–67

Olphen J et al (2003) Religious involvement, social support, and health among African–American women on the east side of Detroit. J Gen Intern Med 18(7):549–557

Panhandle Autism Society (2015). https://panhandleautismsociety.org/ Accessed 10 Jan 2015

Pennebaker JW, Martha EF, Roger JB (2001) Linguistic inquiry and word count: LIWC 2001, vol 71. Lawrence Erlbaum Associates, Mahway, p 2001

Plimley LA (2007) A review of quality of life issues and people with autism spectrum disorders. Br J Learn Disabil 35:205–213. doi: 10.1111/j.1468-3156.2007.00448.x

Reynolds JS, Perrin NA (2004) Mismatches in social support and psychosocial adjustment to breast cancer. Health Psy 23:425–430

Ross C, Mirowsky J (2002) Family relationships, social support, and subjective life expectancy. J Health Soc Behav 43:469–489

Ryan S, Cole KR (2009) From advocate to activist? Mapping the experiences of mothers of children on the autism spectrum. J Appl Res Intellect Disabil 22:43–53

Ryff CD, Singer BH (2001) Emotion, social relationships, and health. Oxford University Press, Oxford

Saha A, Agarwal N (2015) Social support and stress in autism blogging community on Twitter. In: Agarwal N, Xu K, Osgood N (eds) Social computing, behavioral-cultural modeling, and prediction, Springer International Publishing, p 421–427

Sarason IG et al (1987) A brief measure of social support: Practical and theoretical implications. Journal of social and personal relationships 4(4):497–510

Shaw LH, Gant LM (2002) The relationship between Internet communication and depression, loneliness, self-esteem, and perceived social support. Cyber Psy. & Behavior 5(2):157–171

Sigman M, Dijamco A, Gratier M, Rozga A (2004) Early detection of core deficits in autism. Mental Retardation Development Disability Res. Rev. 10:221–233. doi: 10.1002/mrdd.20046

Silberman S (2015) Neurotribes: the legacy of autism and the future of neurodiversity. Penguin Publishing Group, London

Stroever SJ, Stephanie J, et al (2013) Using social media to communicate child health information to low-income parents. Prevent Chron Dis 8(6)

Tov W, Ng KL, Lin H, Qiu L (2013) Detecting well-being via computerized content analysis of brief diary entries. J Pers Assess 25(4):1069–1078. doi: 10.1037/a0033007

Walen HR, Lachman ME (2000) Social support and strain from partner, family, and friends: costs and benefits for men and women in adulthood. J Soc Pers Relations 17(1):5–30

Wallace JE (2005) Job stress, depression and work-to-family conflict: a test of the strain and buffer hypotheses. Relat Ind Ind Relat 60:510–539

Weiss M (2002) Hardiness and social support as predictors of stress in mothers of typical children, children with autism, and children with mental retardation. Autism 6(1):115–130

White Marsha, Dorman Steve M (2001) Receiving social support online: implications for health education. Health Educ Res 16(6):693–707

Wolf S, Kay L, Bruhn J, Clarke S (1974) Roseto revisited: further data on the incidence of myocardial infarction in Roseto and neighboring Pennsylvania communities. Trans Am Clin Climatol Assoc 85:100

Young KW (2006) Social support and life satisfaction. Int J Psychosocial Rehabil 10(2):155–164

Zhang M, Yang C, Gong X (2013) Social support and exchange patterns in an online smoking cessation intervention program. In: Proceedings of the 2013 IEEE ICHI ‘13. IEEE Computer Society, Washington, DC, USA, pp 219–228